This course is an introduction to Vertex AI Notebooks, which are Jupyter notebook-based environments that provide a unified platform for the entire machine learning workflow, from data preparation to model deployment and monitoring. The course covers the following topics: (1) The different types of Vertex AI Notebooks and their features and (2) How to create and manage Vertex AI Notebooks.
Overview
Syllabus
- Introduction
- Working with Notebooks in Vertex AI
- Vertex AI Notebook Solutions
- Vertex AI Colab Enterprise notebooks
- Vertex AI Workbench instances notebooks
- Summary
- Working with Notebooks in Vertex AI: Quiz
- Exploratory Data Analysis using Bigquery and Colab Enterprise
- Exploratory Data Analysis using Bigquery and Workbench Instances
- Your Next Steps
- Course Badge